PROMPT ANALYZER
Input Prompt
Analysis Result
Status: Idle
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BERT-BASE
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SEMANTIC
Architecture
Multi-Stage Pipeline: Heuristic Filter → BERT Encoder (Structure) → Mistral-7B (Intent & Logic).
Methodology
Probabilistic Intent Classification combined with Weighted Aggregation (30% BERT / 70% LLM).
Optimization
Smart "Trapdoor" Logic rejects non-instructional content (e.g., pure text/poems) to ensure relevance.
Vectors
Evaluated on Intent Strength, Role Definition, Clarity, Specificity, Context, and Complexity.